COVLIAS 1.0 vs. MedSeg: Artificial Intelligence-Based Comparative Study for Automated COVID-19 Computed Tomography Lung Segmentation in Italian and Croatian Cohorts.

AI COVID-19 COVLIAS CT DL HDL MedSeg benchmark.4 lung segmentation validation

Journal

Diagnostics (Basel, Switzerland)
ISSN: 2075-4418
Titre abrégé: Diagnostics (Basel)
Pays: Switzerland
ID NLM: 101658402

Informations de publication

Date de publication:
15 Dec 2021
Historique:
received: 10 11 2021
revised: 29 11 2021
accepted: 13 12 2021
entrez: 24 12 2021
pubmed: 25 12 2021
medline: 25 12 2021
Statut: epublish

Résumé

(1) Background: COVID-19 computed tomography (CT) lung segmentation is critical for COVID lung severity diagnosis. Earlier proposed approaches during 2020-2021 were semiautomated or automated but not accurate, user-friendly, and industry-standard benchmarked. The proposed study compared the COVID Lung Image Analysis System, COVLIAS 1.0 (GBTI, Inc., and AtheroPoint

Identifiants

pubmed: 34943603
pii: diagnostics11122367
doi: 10.3390/diagnostics11122367
pmc: PMC8699928
pii:
doi:

Types de publication

Journal Article

Langues

eng

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Auteurs

Jasjit S Suri (JS)

Stroke Diagnostic and Monitoring Division, AtheroPoint™, Roseville, CA 95661, USA.
Advanced Knowledge Engineering Centre, Global Biomedical Technologies, Inc., Roseville, CA 95661, USA.

Sushant Agarwal (S)

Advanced Knowledge Engineering Centre, Global Biomedical Technologies, Inc., Roseville, CA 95661, USA.
Department of Computer Science Engineering, Pranveer Singh Institute of Technology, Kanpur 209305, India.

Alessandro Carriero (A)

Department of Radiology, "Maggiore della Carità" Hospital, University of Piemonte Orientale (UPO), 28100 Novara, Italy.

Alessio Paschè (A)

Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09124 Cagliari, Italy.

Pietro S C Danna (PSC)

Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09124 Cagliari, Italy.

Marta Columbu (M)

Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09124 Cagliari, Italy.

Luca Saba (L)

Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09124 Cagliari, Italy.

Klaudija Viskovic (K)

Department of Radiology and Ultrasound, University Hospital for Infectious Diseases, 10 000 Zagreb, Croatia.

Armin Mehmedović (A)

Department of Radiology and Ultrasound, University Hospital for Infectious Diseases, 10 000 Zagreb, Croatia.

Samriddhi Agarwal (S)

Advanced Knowledge Engineering Centre, Global Biomedical Technologies, Inc., Roseville, CA 95661, USA.
Department of Computer Science Engineering, Pranveer Singh Institute of Technology, Kanpur 209305, India.

Lakshya Gupta (L)

Advanced Knowledge Engineering Centre, Global Biomedical Technologies, Inc., Roseville, CA 95661, USA.

Gavino Faa (G)

Department of Pathology, AOU of Cagliari, 09124 Cagliari, Italy.

Inder M Singh (IM)

Stroke Diagnostic and Monitoring Division, AtheroPoint™, Roseville, CA 95661, USA.

Monika Turk (M)

The Hanse-Wissenschaftskolleg Institute for Advanced Study, 27753 Delmenhorst, Germany.

Paramjit S Chadha (PS)

Stroke Diagnostic and Monitoring Division, AtheroPoint™, Roseville, CA 95661, USA.

Amer M Johri (AM)

Department of Medicine, Division of Cardiology, Queen's University, Kingston, ON K7L 3N6, Canada.

Narendra N Khanna (NN)

Department of Cardiology, Indraprastha APOLLO Hospitals, New Delhi 110076, India.

Sophie Mavrogeni (S)

Cardiology Clinic, Onassis Cardiac Surgery Center, 17674 Athens, Greece.

John R Laird (JR)

Heart and Vascular Institute, Adventist Health St. Helena, St Helena, CA 94574, USA.

Gyan Pareek (G)

Minimally Invasive Urology Institute, Brown University, Providence, RI 02912, USA.

Martin Miner (M)

Men's Health Center, Miriam Hospital, Providence, RI 02906, USA.

David W Sobel (DW)

Minimally Invasive Urology Institute, Brown University, Providence, RI 02912, USA.

Antonella Balestrieri (A)

Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09124 Cagliari, Italy.

Petros P Sfikakis (PP)

Rheumatology Unit, National Kapodistrian University of Athens, 15772 Athens, Greece.

George Tsoulfas (G)

Department of Surgery, Aristoteleion University of Thessaloniki, 54124 Thessaloniki, Greece.

Athanasios Protogerou (A)

Cardiovascular Prevention and Research Unit, Department of Pathophysiology, National & Kapodistrian University of Athens, 15772 Athens, Greece.

Durga Prasanna Misra (DP)

Department of Immunology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow 226014, India.

Vikas Agarwal (V)

Department of Immunology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow 226014, India.

George D Kitas (GD)

Academic Affairs, Dudley Group NHS Foundation Trust, Dudley DY1 2HQ, UK.
Arthritis Research UK Epidemiology Unit, Manchester University, Manchester M13 9PL, UK.

Jagjit S Teji (JS)

Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA.

Mustafa Al-Maini (M)

Allergy, Clinical Immunology and Rheumatology Institute, Toronto, ON L4Z 4C4, Canada.

Surinder K Dhanjil (SK)

AtheroPoint LLC, Roseville, CA 95611, USA.

Andrew Nicolaides (A)

Vascular Screening and Diagnostic Centre and University of Nicosia Medical School, Nicosia 2408, Cyprus.

Aditya Sharma (A)

Division of Cardiovascular Medicine, University of Virginia, Charlottesville, VA 22904, USA.

Vijay Rathore (V)

AtheroPoint LLC, Roseville, CA 95611, USA.

Mostafa Fatemi (M)

Department of Physiology & Biomedical Engg., Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA.

Azra Alizad (A)

Department of Radiology, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA.

Pudukode R Krishnan (PR)

Neurology Department, Fortis Hospital, Bangalore 560076, India.

Ferenc Nagy (F)

Internal Medicine Department, University of Szeged, 6725 Szeged, Hungary.

Zoltan Ruzsa (Z)

Invasive Cardiology Division, University of Szeged, 6725 Szeged, Hungary.

Archna Gupta (A)

Radiology Department, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow 226014, India.

Subbaram Naidu (S)

Electrical Engineering Department, University of Minnesota, Duluth, MN 55812, USA.

Kosmas I Paraskevas (KI)

Department of Vascular Surgery, Central Clinic of Athens, 14122 Athens, Greece.

Mannudeep K Kalra (MK)

Department of Radiology, Massachusetts General Hospital, Boston, MA 02114, USA.

Classifications MeSH